Run
8189574

Run 8189574

Task 145834 (Supervised Classification) banknote-authentication Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1399
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size1056
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.964612267399207
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
512.7902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.338
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1765.1013
UserCPU time millis
2.017
UserCPU time millis testing
0.356
UserCPU time millis training
1.661